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MCS 2020 : Monte Carlo Search 2020, IJCAI Workshop

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Link: https://www.lamsade.dauphine.fr/~cazenave/mcs2020/mcs2020.html
 
When Jul 12, 2020 - Jul 12, 2020
Where Yokohama, Japan
Submission Deadline Apr 26, 2020
Notification Due May 26, 2020
Final Version Due Jun 26, 2020
Categories    artificial intelligence   search   machine learning   games
 

Call For Papers

Monte Carlo Search 2020, IJCAI Workshop, Yokohama, Japan, 12 July 2020

In conjunction with IJCAI 2020

DESCRIPTION

Monte Carlo Search is a family of general search algorithms that have many applications in different domains.

It is the state of the art in perfect and imperfect information games.

Other applications include the RNA inverse folding problem, Logistics, Multiple Sequence Alignment, General Game Playing, Puzzles, 3D Packing with Object Orientation, Cooperative Pathfinding, Software testing and heuristic Model-Checking.

In recent years, many researchers have explored different variants of the algorithms, their relations to Deep Reinforcement Learning and their different applications.

The purpose of this workshop is to bring these researchers together to present their research, discuss future research directions, and cross-fertilize the different communities.

Researchers and practitioners whose research might benefit from Monte Carlo Search in their research are welcome.

Monte Carlo Tree Search, and then Zero learning vastly improved Monte Carlo search in a wide range of applications; classic Monte Carlo search still dominates many partially observable problems.

Submissions are welcome in all fields related to Monte Carlo Search, including:

Monte Carlo Tree Search and Upper Confidence Trees;
Nested Monte Carlo;
Non-locality in Monte Carlo search;
Combination with Zero learning;
Monte Carlo Belief-state estimation;
Self-Adaptive Monte Carlo Search;
Monte Carlo in many player games.
Applications:
Industrial applications;
Scientific applications;
Applications in games;
Applications in puzzles;

SUBMISSION GUIDELINES

Papers are written in English using LNCS style.

IMPORTANT DATES

Submission Deadline: April 26, 2020

Acceptance Notification: May 26, 2020

Final Papers: June 26, 2020

MCS 2020: July 12, 2020

PAPER SUBMISSION

You can submit your papers using Easychair:

https://easychair.org/conferences/?conf=mcs2020

GENERAL CHAIRS

Tristan Cazenave, Universite Paris-Dauphine, PSL

Olivier Teytaud, Facebook FAIR

Mark Winands, Maastricht University

PROGRAM COMMITTEE

TBA

Related Resources

IJCAI 2020   International Joint Conference on Artificial Intelligence
ICDM 2020   20th IEEE International Conference on Data Mining
WSDM 2020   ACM International Conference on Web Search and Data Mining
IEEE-CVIV 2020   2020 2nd International Conference on Advances in Computer Vision, Image and Virtualization (CVIV 2020)
EMNLP 2020   Conference on Empirical Methods in Natural Language Processing
SSBSE 2020   12th Symposium on Search-Based Software Engineering
ACM--ICMLC--Ei and Scopus 2020   ACM--2020 12th International Conference on Machine Learning and Computing (ICMLC 2020)--SCOPUS, Ei Compendex
NASFW@WACV 2020   Workshop on Neural Architecture Search for Computer Vision in the Wild @ WACV 2020
WSDM 2020   International Workshop on Web Search and Data Mining
ICANN 2020   29th International Conference on Artificial Neural Networks